Transparency
Public
Contract
Month-to-month
Data training
Opt-out
Autonomy
Human Optional
Capabilities
autocompleteagentic-codingmulti-file-editingidecode-generation
Pros & Limitations
Editorial assessmentPros
- ✓Purpose-built for JetBrains with a custom Tab autocomplete model: Sweep is optimized specifically for the JetBrains code intelligence layer, producing materially better completion quality than generic AI coding tools that treat JetBrains as a secondary target.
- ✓MCP support with full OAuth 2.0/2.1 and web search: remote MCP server integration launched December 2025 enables connection to external tools, plus web search and fetch built in, going beyond autocomplete-only JetBrains alternatives.
- ✓SOC 2 compliant with zero data retention and Privacy Mode: enterprise-ready security posture with user-configurable Privacy Mode preventing code from being used in model training, addressing procurement blockers at security-conscious organizations.
Limitations
- ⚠JetBrains-only platform: Sweep does not support VS Code, Neovim, Sublime, or other editors, which is a hard constraint for developers on non-JetBrains tools and a limitation for teams with mixed-IDE policies.
- ⚠API credits add usage unpredictability: chat, code generation, and advanced completions consume credits that reset monthly, meaning heavy users may hit limits and need to configure auto top-ups to avoid workflow interruptions.
- ⚠Smaller engineering team and feature pace than JetBrains AI Assistant: Sweep is competitive on autocomplete quality but lags JetBrains AI on broader ecosystem integration and the Junie autonomous agent feature built natively into the JetBrains platform.
Technical Details
Deployment
webapi
Model architectureProprietary
Avg setup time< 5 minutes (install plugin from JetBrains Marketplace, sign in, first completion or chat)
Autonomous rateDeveloper-supervised: Sweep provides autocomplete and chat suggestions; developers approve all changes
MCP compatibleYes
Integrations
IntelliJ IDEAPyCharmWebStormGoLandPhpStormRiderCLionRubyMine
Security
SOC 2 Type II
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